Metric: Top 5 Accuracy - Verb (higher is better)
| # | Model↕ | Top 5 Accuracy - Verb▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Abstract Goal | 82.56 | No | Predicting the Next Action by Modeling the Abstr... | 2022-09-12 | - |
| 2 | AVT+ | 80.03 | No | Anticipative Video Transformer | 2021-06-03 | Code |
| 3 | ImagineRNN | 79.72 | No | Learning to Anticipate Egocentric Actions by Ima... | 2021-01-13 | - |
| 4 | RULSTM [24, 23] | 79.55 | No | What Would You Expect? Anticipating Egocentric A... | 2019-05-22 | Code |
| 5 | ATSN | 76.56 | No | Scaling Egocentric Vision: The EPIC-KITCHENS Dat... | 2018-04-08 | Code |
| 6 | 2SCNN | 76.03 | No | Scaling Egocentric Vision: The EPIC-KITCHENS Dat... | 2018-04-08 | Code |
| 7 | ED | 74.49 | No | RED: Reinforced Encoder-Decoder Networks for Act... | 2017-07-16 | Code |